Not sure if I buy special LEDs, but I have outfit my house with LEDs basically everywhere between 10 and 13 years ago. In that time I had maybe one or two of them die.
Traditional light bulbs have taught us that lights naturally have to be "consumables". That has been far less true for energy saving lamps (of which I have maybe 2 or 3 still left which I planned to replace by LEDs once they die, but they just won't). As far as I can tell, this isn't at all the case for LEDs.
It's much more likely that lamps and ceiling fans made out of plastic break from accidental physical impact or turn ugly due to natural UV discolorization or similar. And probably most will live on until replaced due to changing tastes.